Overview

Brought to you by YData

Dataset statistics

Number of variables	39
Number of observations	23064
Missing cells	75586
Missing cells (%)	8.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.3 MiB
Average record size in memory	832.9 B

Variable types

Numeric	18
Text	7
Categorical	12
DateTime	2

Alerts

`Image` has constant value "None"	Constant
`AppliqueFodec` is highly overall correlated with `IDAr_Collection` and 10 other fields	High correlation
`DateValidationNomenclature` is highly overall correlated with `NomenclatureValide`	High correlation
`Etat` is highly overall correlated with `ModifiePar` and 1 other fields	High correlation
`IDAr_Collection` is highly overall correlated with `AppliqueFodec` and 10 other fields	High correlation
`IDAr_Couleur` is highly overall correlated with `IDAr_Collection` and 4 other fields	High correlation
`IDAr_Looks` is highly overall correlated with `IDSupportArticle`	High correlation
`IDArticle` is highly overall correlated with `AppliqueFodec` and 11 other fields	High correlation
`IDFournisseur` is highly overall correlated with `AppliqueFodec` and 9 other fields	High correlation
`IDPatronnage` is highly overall correlated with `AppliqueFodec` and 9 other fields	High correlation
`IDPays` is highly overall correlated with `AppliqueFodec` and 1 other fields	High correlation
`IDSaison` is highly overall correlated with `AppliqueFodec` and 5 other fields	High correlation
`IDSupportArticle` is highly overall correlated with `IDAr_Looks`	High correlation
`IDUsine` is highly overall correlated with `AppliqueFodec` and 9 other fields	High correlation
`ModifiePar` is highly overall correlated with `AppliqueFodec` and 4 other fields	High correlation
`NomenclatureValide` is highly overall correlated with `DateValidationNomenclature`	High correlation
`NumInterne` is highly overall correlated with `AppliqueFodec` and 8 other fields	High correlation
`PieceCarton` is highly overall correlated with `AppliqueFodec` and 6 other fields	High correlation
`PoidsNet` is highly overall correlated with `IDAr_Collection` and 6 other fields	High correlation
`Prix` is highly overall correlated with `IDArticle` and 3 other fields	High correlation
`PrixAchat` is highly overall correlated with `Prix` and 1 other fields	High correlation
`PrixFac` is highly overall correlated with `PoidsNet` and 2 other fields	High correlation
`SaisiPar` is highly overall correlated with `Etat` and 7 other fields	High correlation
`TauxTVA` is highly overall correlated with `AppliqueFodec` and 3 other fields	High correlation
`TypeArticleService` is highly overall correlated with `IDAr_Collection` and 3 other fields	High correlation
`Etat` is highly imbalanced (97.4%)	Imbalance
`TauxTVA` is highly imbalanced (61.0%)	Imbalance
`NomenclatureValide` is highly imbalanced (99.8%)	Imbalance
`TypeArticleService` is highly imbalanced (75.3%)	Imbalance
`DateValidationNomenclature` is highly imbalanced (99.9%)	Imbalance
`Matiere` is highly imbalanced (99.1%)	Imbalance
`SaisiPar` has 16242 (70.4%) missing values	Missing
`ModifiePar` has 16670 (72.3%) missing values	Missing
`ModifieLe` has 16293 (70.6%) missing values	Missing
`Composition` has 9997 (43.3%) missing values	Missing
`Reference` has 15891 (68.9%) missing values	Missing
`Prix` is highly skewed (γ1 = 101.1198322)	Skewed
`PrixFac` is highly skewed (γ1 = 101.1198396)	Skewed
`PoidsBrut` is highly skewed (γ1 = 148.3780906)	Skewed
`PoidsNet` is highly skewed (γ1 = 113.5731678)	Skewed
`PrixAchat` is highly skewed (γ1 = 101.1198529)	Skewed
`IDArticle` has unique values	Unique
`IDAr_Collection` has 15978 (69.3%) zeros	Zeros
`IDAr_Couleur` has 7078 (30.7%) zeros	Zeros
`Prix` has 4917 (21.3%) zeros	Zeros
`PrixFac` has 3088 (13.4%) zeros	Zeros
`PoidsBrut` has 22996 (99.7%) zeros	Zeros
`PoidsNet` has 8277 (35.9%) zeros	Zeros
`IDArSousFamille` has 463 (2.0%) zeros	Zeros
`IDGrille` has 429 (1.9%) zeros	Zeros
`IDSaison` has 766 (3.3%) zeros	Zeros
`NumInterne` has 15119 (65.6%) zeros	Zeros
`IDFournisseur` has 15825 (68.6%) zeros	Zeros
`PrixAchat` has 2249 (9.8%) zeros	Zeros
`IDPays` has 430 (1.9%) zeros	Zeros
`IDUsine` has 16498 (71.5%) zeros	Zeros
`IDSupportArticle` has 22140 (96.0%) zeros	Zeros
`IDAr_Looks` has 22291 (96.6%) zeros	Zeros

Reproduction

Analysis started	2025-04-18 17:22:00.506619
Analysis finished	2025-04-18 17:23:07.535293
Duration	1 minute and 7.03 seconds
Software version	ydata-profiling vv4.13.0
Download configuration	config.json

IDAr_Collection
Real number (ℝ)

High correlation Zeros

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3717482

Minimum	0
Maximum	13
Zeros	15978
Zeros (%)	69.3%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	12
Maximum	13
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.1876311
Coefficient of variation (CV)	1.7656306
Kurtosis	0.9126153
Mean	2.3717482
Median Absolute Deviation (MAD)	0
Skewness	1.5642717
Sum	54702
Variance	17.536254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	15978	69.3%
5	1631	7.1%
4	1222	5.3%
12	1096	4.8%
13	878	3.8%
11	815	3.5%
10	534	2.3%
1	470	2.0%
2	138	0.6%
6	137	0.6%
Other values (4)	165	0.7%

Value	Count	Frequency (%)
0	15978	69.3%
1	470	2.0%
2	138	0.6%
3	23	0.1%
4	1222	5.3%
5	1631	7.1%
6	137	0.6%
7	63	0.3%
8	1	< 0.1%
9	78	0.3%

Value	Count	Frequency (%)
13	878	3.8%
12	1096	4.8%
11	815	3.5%
10	534	2.3%
9	78	0.3%
8	1	< 0.1%
7	63	0.3%
6	137	0.6%
5	1631	7.1%
4	1222	5.3%

IDArticle
Real number (ℝ)

High correlation Unique

Distinct	23064
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11740.141

Minimum	2
Maximum	23883
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	2
5-th percentile	1189.15
Q1	5801.75
median	11570.5
Q3	17704.25
95-th percentile	22694.85
Maximum	23883
Range	23881
Interquartile range (IQR)	11902.5

Descriptive statistics

Standard deviation	6883.3795
Coefficient of variation (CV)	0.58631149
Kurtosis	-1.1844723
Mean	11740.141
Median Absolute Deviation (MAD)	5925
Skewness	0.056604879
Sum	2.7077461 × 10⁸
Variance	47380913
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23883	1	< 0.1%
2	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
23867	1	< 0.1%
23866	1	< 0.1%
Other values (23054)	23054	> 99.9%

Value	Count	Frequency (%)
2	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
23883	1	< 0.1%
23882	1	< 0.1%
23881	1	< 0.1%
23880	1	< 0.1%
23879	1	< 0.1%
23878	1	< 0.1%
23877	1	< 0.1%
23876	1	< 0.1%
23875	1	< 0.1%
23874	1	< 0.1%

Code
Text

Distinct	20296
Distinct (%)	88.0%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	21
Median length	19
Mean length	7.4997399
Min length	2

Characters and Unicode

Total characters	172974
Distinct characters	64
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18946 ?
Unique (%)	82.1%

Sample

1st row	BHNP282
2nd row	AENC88
3rd row	AENU104A
4th row	AENU102AA
5th row	AENU102

Value	Count	Frequency (%)
cenc154	45	0.2%
c1	32	0.1%
t1	29	0.1%
r1	27	0.1%
cent114	20	0.1%
cent094	17	0.1%
cenc168	16	0.1%
p1	15	0.1%
cenc216	14	0.1%
xenj413	14	0.1%
Other values (20296)	23056	99.0%

Most occurring characters

Value	Count	Frequency (%)
N	24631	14.2%
A	12746	7.4%
1	12611	7.3%
E	11895	6.9%
H	11600	6.7%
2	7693	4.4%
0	7417	4.3%
4	5981	3.5%
X	5973	3.5%
3	5819	3.4%
Other values (54)	66608	38.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	108470	62.7%
Decimal Number	64033	37.0%
Lowercase Letter	224	0.1%
Space Separator	222	0.1%
Dash Punctuation	21	< 0.1%
Connector Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	24631	22.7%
A	12746	11.8%
E	11895	11.0%
H	11600	10.7%
X	5973	5.5%
R	5266	4.9%
C	5121	4.7%
T	4181	3.9%
B	3452	3.2%
D	3302	3.0%
Other values (17)	20303	18.7%

Lowercase Letter

Value	Count	Frequency (%)
e	41	18.3%
a	28	12.5%
o	20	8.9%
i	18	8.0%
t	17	7.6%
l	12	5.4%
p	11	4.9%
u	11	4.9%
n	10	4.5%
r	8	3.6%
Other values (14)	48	21.4%

Decimal Number

Value	Count	Frequency (%)
1	12611	19.7%
2	7693	12.0%
0	7417	11.6%
4	5981	9.3%
3	5819	9.1%
6	5606	8.8%
5	5581	8.7%
7	4580	7.2%
8	4439	6.9%
9	4306	6.7%

Space Separator

Value	Count	Frequency (%)
	222	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	21	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108694	62.8%
Common	64280	37.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	24631	22.7%
A	12746	11.7%
E	11895	10.9%
H	11600	10.7%
X	5973	5.5%
R	5266	4.8%
C	5121	4.7%
T	4181	3.8%
B	3452	3.2%
D	3302	3.0%
Other values (41)	20527	18.9%

Common

Value	Count	Frequency (%)
1	12611	19.6%
2	7693	12.0%
0	7417	11.5%
4	5981	9.3%
3	5819	9.1%
6	5606	8.7%
5	5581	8.7%
7	4580	7.1%
8	4439	6.9%
9	4306	6.7%
Other values (3)	247	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	172969	> 99.9%
None	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	24631	14.2%
A	12746	7.4%
1	12611	7.3%
E	11895	6.9%
H	11600	6.7%
2	7693	4.4%
0	7417	4.3%
4	5981	3.5%
X	5973	3.5%
3	5819	3.4%
Other values (51)	66603	38.5%

None

Value	Count	Frequency (%)
Ä	3	60.0%
è	1	20.0%
é	1	20.0%

Article
Text

Distinct	18641
Distinct (%)	81.4%
Missing	173
Missing (%)	0.8%
Memory size	1.5 MiB

Length

Max length	60
Median length	48
Mean length	10.500721
Min length	2

Characters and Unicode

Total characters	240372
Distinct characters	82
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16769 ?
Unique (%)	73.3%

Sample

1st row	CITY P1 BLACK
2nd row	LOUISON C1 LOUISON NOIR
3rd row	NATALIA ECRU LUREX LIGHT GOLD
4th row	NANNI GRIS CHAINE SILVER LUREX-2002
5th row	NANNI ROUGE POMPIER LUREX-2045

Value	Count	Frequency (%)
r1	3007	6.3%
c1	2078	4.3%
j1	1397	2.9%
p1	1290	2.7%
ml	1019	2.1%
bo	930	1.9%
mc	883	1.8%
t1	874	1.8%
noir	840	1.7%
v1	526	1.1%
Other values (11319)	35173	73.3%

Most occurring characters

Value	Count	Frequency (%)
	25194	10.5%
E	21259	8.8%
A	20996	8.7%
R	16210	6.7%
I	15446	6.4%
L	14262	5.9%
O	13824	5.8%
N	11904	5.0%
1	11110	4.6%
M	9908	4.1%
Other values (72)	80259	33.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	199502	83.0%
Space Separator	25194	10.5%
Decimal Number	13020	5.4%
Lowercase Letter	1295	0.5%
Dash Punctuation	863	0.4%
Other Punctuation	469	0.2%
Close Punctuation	12	< 0.1%
Open Punctuation	12	< 0.1%
Math Symbol	4	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	21259	10.7%
A	20996	10.5%
R	16210	8.1%
I	15446	7.7%
L	14262	7.1%
O	13824	6.9%
N	11904	6.0%
M	9908	5.0%
C	9893	5.0%
S	9394	4.7%
Other values (20)	56406	28.3%

Lowercase Letter

Value	Count	Frequency (%)
e	189	14.6%
a	128	9.9%
n	101	7.8%
o	91	7.0%
r	86	6.6%
t	85	6.6%
m	83	6.4%
l	71	5.5%
i	71	5.5%
c	67	5.2%
Other values (17)	323	24.9%

Decimal Number

Value	Count	Frequency (%)
1	11110	85.3%
2	1117	8.6%
3	256	2.0%
0	154	1.2%
4	119	0.9%
5	61	0.5%
7	60	0.5%
8	55	0.4%
6	48	0.4%
9	40	0.3%

Other Punctuation

Value	Count	Frequency (%)
/	391	83.4%
'	26	5.5%
.	21	4.5%
,	12	2.6%
%	11	2.3%
&	7	1.5%
?	1	0.2%

Close Punctuation

Value	Count	Frequency (%)
]	7	58.3%
)	5	41.7%

Open Punctuation

Value	Count	Frequency (%)
[	7	58.3%
(	5	41.7%

Space Separator

Value	Count	Frequency (%)
	25194	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	863	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	200797	83.5%
Common	39575	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	21259	10.6%
A	20996	10.5%
R	16210	8.1%
I	15446	7.7%
L	14262	7.1%
O	13824	6.9%
N	11904	5.9%
M	9908	4.9%
C	9893	4.9%
S	9394	4.7%
Other values (47)	57701	28.7%

Common

Value	Count	Frequency (%)
	25194	63.7%
1	11110	28.1%
2	1117	2.8%
-	863	2.2%
/	391	1.0%
3	256	0.6%
0	154	0.4%
4	119	0.3%
5	61	0.2%
7	60	0.2%
Other values (15)	250	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	240331	> 99.9%
None	41	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	25194	10.5%
E	21259	8.8%
A	20996	8.7%
R	16210	6.7%
I	15446	6.4%
L	14262	5.9%
O	13824	5.8%
N	11904	5.0%
1	11110	4.6%
M	9908	4.1%
Other values (65)	80218	33.4%

None

Value	Count	Frequency (%)
é	23	56.1%
É	7	17.1%
Œ	3	7.3%
À	3	7.3%
ê	2	4.9%
à	2	4.9%
Ç	1	2.4%

IDAr_Couleur
Real number (ℝ)

High correlation Zeros

Distinct	1617
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	291.54379

Minimum	0
Maximum	2123
Zeros	7078
Zeros (%)	30.7%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	156
Q3	275
95-th percentile	1294
Maximum	2123
Range	2123
Interquartile range (IQR)	275

Descriptive statistics

Standard deviation	411.44543
Coefficient of variation (CV)	1.4112646
Kurtosis	4.6049756
Mean	291.54379
Median Absolute Deviation (MAD)	156
Skewness	2.177307
Sum	6724166
Variance	169287.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7078	30.7%
122	2386	10.3%
275	1512	6.6%
156	1080	4.7%
191	815	3.5%
127	736	3.2%
201	337	1.5%
90	168	0.7%
190	149	0.6%
244	141	0.6%
Other values (1607)	8662	37.6%

Value	Count	Frequency (%)
0	7078	30.7%
2	13	0.1%
3	5	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
2123	1	< 0.1%
2121	1	< 0.1%
2120	1	< 0.1%
2119	1	< 0.1%
2118	1	< 0.1%
2117	3	< 0.1%
2115	1	< 0.1%
2114	3	< 0.1%
2112	1	< 0.1%
2111	1	< 0.1%

IDArFamille
Real number (ℝ)

Distinct	41
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.785033

Minimum	-1
Maximum	56
Zeros	219
Zeros (%)	0.9%
Negative	10
Negative (%)	< 0.1%
Memory size	360.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	2
Q1	4
median	6
Q3	27
95-th percentile	38
Maximum	56
Range	57
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	14.233916
Coefficient of variation (CV)	1.032563
Kurtosis	-0.79547407
Mean	13.785033
Median Absolute Deviation (MAD)	4
Skewness	0.93088456
Sum	317938
Variance	202.60435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
4	3681	16.0%
6	3087	13.4%
2	2645	11.5%
3	1985	8.6%
38	1765	7.7%
5	1617	7.0%
10	1523	6.6%
25	881	3.8%
34	729	3.2%
37	657	2.8%
Other values (31)	4494	19.5%

Value	Count	Frequency (%)
-1	10	< 0.1%
0	219	0.9%
1	526	2.3%
2	2645	11.5%
3	1985	8.6%
4	3681	16.0%
5	1617	7.0%
6	3087	13.4%
7	486	2.1%
8	36	0.2%

Value	Count	Frequency (%)
56	1	< 0.1%
54	16	0.1%
52	1	< 0.1%
51	7	< 0.1%
49	216	0.9%
48	7	< 0.1%
47	4	< 0.1%
46	138	0.6%
45	11	< 0.1%
44	65	0.3%

SaisiPar
Categorical

High correlation Missing

Distinct	34
Distinct (%)	0.5%
Missing	16242
Missing (%)	70.4%
Memory size	1.4 MiB

superviseur	1687
UP.Ceren	1058
IBTISSEM	584
K.tuba	467
florian.desvign	457
Other values (29)	2569

Length

Max length	15
Median length	14
Mean length	9.8131047
Min length	4

Characters and Unicode

Total characters	66945
Distinct characters	48
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	superviseur
2nd row	superviseur
3rd row	superviseur
4th row	superviseur
5th row	superviseur

Common Values

Value	Count	Frequency (%)
superviseur	1687	7.3%
UP.Ceren	1058	4.6%
IBTISSEM	584	2.5%
K.tuba	467	2.0%
florian.desvign	457	2.0%
B.zuhal	385	1.7%
soraia pereira	351	1.5%
ibtissem	339	1.5%
s.hayriye	279	1.2%
yasmine	187	0.8%
Other values (24)	1028	4.5%
(Missing)	16242	70.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
superviseur	1711	23.0%
up.ceren	1058	14.3%
ibtissem	923	12.4%
b.zuhal	510	6.9%
k.tuba	501	6.7%
pereira	492	6.6%
soraia	492	6.6%
florian.desvign	457	6.2%
s.hayriye	279	3.8%
yasmine	187	2.5%
Other values (19)	813	11.0%

Most occurring characters

Value	Count	Frequency (%)
e	8177	12.2%
r	6504	9.7%
s	5638	8.4%
i	5216	7.8%
u	4867	7.3%
a	4476	6.7%
.	3336	5.0%
n	2717	4.1%
v	2158	3.2%
p	2094	3.1%
Other values (38)	21762	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51904	77.5%
Uppercase Letter	11104	16.6%
Other Punctuation	3336	5.0%
Space Separator	601	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	8177	15.8%
r	6504	12.5%
s	5638	10.9%
i	5216	10.0%
u	4867	9.4%
a	4476	8.6%
n	2717	5.2%
v	2158	4.2%
p	2094	4.0%
t	1382	2.7%
Other values (14)	8675	16.7%

Uppercase Letter

Value	Count	Frequency (%)
I	1391	12.5%
S	1367	12.3%
P	1318	11.9%
B	1163	10.5%
U	1106	10.0%
C	1078	9.7%
E	911	8.2%
M	763	6.9%
T	584	5.3%
K	467	4.2%
Other values (11)	956	8.6%

Space Separator

Value	Count	Frequency (%)
	559	93.0%
	42	7.0%

Other Punctuation

Value	Count	Frequency (%)
.	3336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	63008	94.1%
Common	3937	5.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	8177	13.0%
r	6504	10.3%
s	5638	8.9%
i	5216	8.3%
u	4867	7.7%
a	4476	7.1%
n	2717	4.3%
v	2158	3.4%
p	2094	3.3%
I	1391	2.2%
Other values (35)	19770	31.4%

Common

Value	Count	Frequency (%)
.	3336	84.7%
	559	14.2%
	42	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66903	99.9%
None	42	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	8177	12.2%
r	6504	9.7%
s	5638	8.4%
i	5216	7.8%
u	4867	7.3%
a	4476	6.7%
.	3336	5.0%
n	2717	4.1%
v	2158	3.2%
p	2094	3.1%
Other values (37)	21720	32.5%

None

Value	Count	Frequency (%)
	42	100.0%

SaisiLe
Date

Distinct	316
Distinct (%)	1.4%
Missing	154
Missing (%)	0.7%
Memory size	360.4 KiB

Minimum	2023-11-02 00:00:00
Maximum	2025-02-28 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

ModifiePar
Categorical

High correlation Missing

Distinct	35
Distinct (%)	0.5%
Missing	16670
Missing (%)	72.3%
Memory size	1.4 MiB

superviseur	1056
UP.Ceren	845
H.HANA	537
IBTISSEM	470
s.hayriye	454
Other values (30)	3032

Length

Max length	15
Median length	12
Mean length	9.3817642
Min length	5

Characters and Unicode

Total characters	59987
Distinct characters	50
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	superviseur
2nd row	superviseur
3rd row	superviseur
4th row	superviseur
5th row	superviseur

Common Values

Value	Count	Frequency (%)
superviseur	1056	4.6%
UP.Ceren	845	3.7%
H.HANA	537	2.3%
IBTISSEM	470	2.0%
s.hayriye	454	2.0%
Poobahdee GOVIN	412	1.8%
Pooba	406	1.8%
florian.desvign	354	1.5%
K.tuba	298	1.3%
B.zuhal	286	1.2%
Other values (25)	1276	5.5%
(Missing)	16670	72.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
superviseur	1093	15.1%
up.ceren	845	11.7%
ibtissem	625	8.6%
h.hana	537	7.4%
s.hayriye	454	6.3%
b.zuhal	427	5.9%
poobahdee	412	5.7%
govin	412	5.7%
pooba	406	5.6%
florian.desvign	354	4.9%
Other values (23)	1675	23.1%

Most occurring characters

Value	Count	Frequency (%)
e	6388	10.6%
r	4366	7.3%
a	4242	7.1%
s	3677	6.1%
u	3418	5.7%
i	3401	5.7%
.	3295	5.5%
o	2517	4.2%
n	2277	3.8%
P	1841	3.1%
Other values (40)	24565	41.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41545	69.3%
Uppercase Letter	14301	23.8%
Other Punctuation	3295	5.5%
Space Separator	846	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6388	15.4%
r	4366	10.5%
a	4242	10.2%
s	3677	8.9%
u	3418	8.2%
i	3401	8.2%
o	2517	6.1%
n	2277	5.5%
h	1577	3.8%
b	1573	3.8%
Other values (16)	8109	19.5%

Uppercase Letter

Value	Count	Frequency (%)
P	1841	12.9%
I	1475	10.3%
A	1160	8.1%
S	1111	7.8%
H	1074	7.5%
N	949	6.6%
U	919	6.4%
B	855	6.0%
C	847	5.9%
M	744	5.2%
Other values (11)	3326	23.3%

Space Separator

Value	Count	Frequency (%)
	434	51.3%
	412	48.7%

Other Punctuation

Value	Count	Frequency (%)
.	3295	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55846	93.1%
Common	4141	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6388	11.4%
r	4366	7.8%
a	4242	7.6%
s	3677	6.6%
u	3418	6.1%
i	3401	6.1%
o	2517	4.5%
n	2277	4.1%
P	1841	3.3%
h	1577	2.8%
Other values (37)	22142	39.6%

Common

Value	Count	Frequency (%)
.	3295	79.6%
	434	10.5%
	412	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59574	99.3%
None	413	0.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6388	10.7%
r	4366	7.3%
a	4242	7.1%
s	3677	6.2%
u	3418	5.7%
i	3401	5.7%
.	3295	5.5%
o	2517	4.2%
n	2277	3.8%
P	1841	3.1%
Other values (38)	24152	40.5%

None

Value	Count	Frequency (%)
	412	99.8%
ä	1	0.2%

ModifieLe
Date

Missing

Distinct	300
Distinct (%)	4.4%
Missing	16293
Missing (%)	70.6%
Memory size	360.4 KiB

Minimum	2023-10-31 00:00:00
Maximum	2025-02-28 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Etat
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

1	23005
0	59

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	23064
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Most occurring characters

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23064	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	23064	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23005	99.7%
0	59	0.3%

Prix
Real number (ℝ)

High correlation Skewed Zeros

Distinct	907
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.705914

Minimum	0
Maximum	571428.57
Zeros	4917
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.14
median	6.5151
Q3	11.43
95-th percentile	22.85
Maximum	571428.57
Range	571428.57
Interquartile range (IQR)	10.29

Descriptive statistics

Standard deviation	5459.294
Coefficient of variation (CV)	83.086797
Kurtosis	10461.794
Mean	65.705914
Median Absolute Deviation (MAD)	4.9149
Skewness	101.11983
Sum	1515441.2
Variance	29803890
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4917	21.3%
14.28	760	3.3%
11.43	682	3.0%
2.83	604	2.6%
12.85	517	2.2%
8.57	498	2.2%
17.14	473	2.1%
20	419	1.8%
2.26	384	1.7%
0.29	379	1.6%
Other values (897)	13431	58.2%

Value	Count	Frequency (%)
0	4917	21.3%
0.01	142	0.6%
0.03	2	< 0.1%
0.1	1	< 0.1%
0.15	1	< 0.1%
0.17	4	< 0.1%
0.2	1	< 0.1%
0.25	1	< 0.1%
0.29	379	1.6%
0.3	1	< 0.1%

Value	Count	Frequency (%)
571428.57	2	< 0.1%
185478.55	1	< 0.1%
89.99	1	< 0.1%
88.8	1	< 0.1%
85.71	1	< 0.1%
80	1	< 0.1%
71.43	1	< 0.1%
65.71	1	< 0.1%
57.14	5	< 0.1%
54.29	1	< 0.1%

TauxTVA
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0.0	19335
-1.0	2702
0.2	1015
0.21	12

Length

Max length	4
Median length	3
Mean length	3.1176726
Min length	3

Characters and Unicode

Total characters	71906
Distinct characters	5
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	-1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	19335	83.8%
-1.0	2702	11.7%
0.2	1015	4.4%
0.21	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	19335	83.8%
1.0	2702	11.7%
0.2	1015	4.4%
0.21	12	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	42399	59.0%
.	23064	32.1%
1	2714	3.8%
-	2702	3.8%
2	1027	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46140	64.2%
Other Punctuation	23064	32.1%
Dash Punctuation	2702	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	42399	91.9%
1	2714	5.9%
2	1027	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	23064	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2702	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	71906	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	42399	59.0%
.	23064	32.1%
1	2714	3.8%
-	2702	3.8%
2	1027	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	71906	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	42399	59.0%
.	23064	32.1%
1	2714	3.8%
-	2702	3.8%
2	1027	1.4%

Image
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

None	23064

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	92256
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	23064	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	23064	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	23064	25.0%
o	23064	25.0%
n	23064	25.0%
e	23064	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	69192	75.0%
Uppercase Letter	23064	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	23064	33.3%
n	23064	33.3%
e	23064	33.3%

Uppercase Letter

Value	Count	Frequency (%)
N	23064	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92256	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	23064	25.0%
o	23064	25.0%
n	23064	25.0%
e	23064	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92256	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	23064	25.0%
o	23064	25.0%
n	23064	25.0%
e	23064	25.0%

Composition
Text

Missing

Distinct	530
Distinct (%)	4.1%
Missing	9997
Missing (%)	43.3%
Memory size	1.2 MiB

Length

Max length	50
Median length	49
Mean length	10.106298
Min length	3

Characters and Unicode

Total characters	132059
Distinct characters	81
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	157 ?
Unique (%)	1.2%

Sample

1st row	96% POLYESTER 4% ELASTANE WOVEN
2nd row	TP:100% PES
3rd row	66%Acrylique 18%Polyamide 8%Laine
4th row	40% ACR 30% PA 30% MOHAIR
5th row	40% ACR 30% PA 30% MOHAIR

Value	Count	Frequency (%)
polyester	4361	22.2%
coton	2088	10.6%
viscose	1968	10.0%
100	801	4.1%
polyurethane	674	3.4%
acrylique	641	3.3%
pes	446	2.3%
cuir	286	1.5%
polyamide	279	1.4%
bi-matière	257	1.3%
Other values (535)	7851	40.0%

Most occurring characters

Value	Count	Frequency (%)
E	16743	12.7%
O	13280	10.1%
S	10164	7.7%
L	8396	6.4%
T	8297	6.3%
P	7029	5.3%
R	6828	5.2%
	6645	5.0%
Y	6476	4.9%
C	6441	4.9%
Other values (71)	41760	31.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	106067	80.3%
Decimal Number	11272	8.5%
Space Separator	6663	5.0%
Other Punctuation	6046	4.6%
Lowercase Letter	1665	1.3%
Dash Punctuation	275	0.2%
Control	62	< 0.1%
Other Symbol	4	< 0.1%
Math Symbol	4	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	16743	15.8%
O	13280	12.5%
S	10164	9.6%
L	8396	7.9%
T	8297	7.8%
P	7029	6.6%
R	6828	6.4%
Y	6476	6.1%
C	6441	6.1%
I	4835	4.6%
Other values (18)	17578	16.6%

Lowercase Letter

Value	Count	Frequency (%)
l	180	10.8%
o	179	10.8%
e	174	10.5%
y	162	9.7%
i	123	7.4%
c	121	7.3%
r	119	7.1%
n	110	6.6%
a	86	5.2%
s	79	4.7%
Other values (15)	332	19.9%

Decimal Number

Value	Count	Frequency (%)
0	3885	34.5%
1	1967	17.5%
5	936	8.3%
2	919	8.2%
4	836	7.4%
3	662	5.9%
8	587	5.2%
9	569	5.0%
6	459	4.1%
7	452	4.0%

Other Punctuation

Value	Count	Frequency (%)
%	5371	88.8%
,	353	5.8%
/	153	2.5%
:	92	1.5%
?	53	0.9%
.	14	0.2%
&	4	0.1%
"	4	0.1%
;	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	6645	99.7%
	18	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	270	98.2%
–	5	1.8%

Control

Value	Count	Frequency (%)
	34	54.8%
	28	45.2%

Other Symbol

Value	Count	Frequency (%)
°	4	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4	100.0%

Modifier Symbol

Value	Count	Frequency (%)
¨	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107732	81.6%
Common	24327	18.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	16743	15.5%
O	13280	12.3%
S	10164	9.4%
L	8396	7.8%
T	8297	7.7%
P	7029	6.5%
R	6828	6.3%
Y	6476	6.0%
C	6441	6.0%
I	4835	4.5%
Other values (43)	19243	17.9%

Common

Value	Count	Frequency (%)
	6645	27.3%
%	5371	22.1%
0	3885	16.0%
1	1967	8.1%
5	936	3.8%
2	919	3.8%
4	836	3.4%
3	662	2.7%
8	587	2.4%
9	569	2.3%
Other values (18)	1950	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	131749	99.8%
None	305	0.2%
Punctuation	5	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	16743	12.7%
O	13280	10.1%
S	10164	7.7%
L	8396	6.4%
T	8297	6.3%
P	7029	5.3%
R	6828	5.2%
	6645	5.0%
Y	6476	4.9%
C	6441	4.9%
Other values (63)	41450	31.5%

None

Value	Count	Frequency (%)
È	274	89.8%
	18	5.9%
É	5	1.6%
°	4	1.3%
ê	2	0.7%
é	1	0.3%
¨	1	0.3%

Punctuation

Value	Count	Frequency (%)
–	5	100.0%

PrixFac
Real number (ℝ)

High correlation Skewed Zeros

Distinct	242
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	241.32588

Minimum	0
Maximum	2000000
Zeros	3088
Zeros (%)	13.4%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14.9
median	37.99
Q3	54.99
95-th percentile	89.99
Maximum	2000000
Range	2000000
Interquartile range (IQR)	40.09

Descriptive statistics

Standard deviation	19107.416
Coefficient of variation (CV)	79.176823
Kurtosis	10461.801
Mean	241.32588
Median Absolute Deviation (MAD)	20
Skewness	101.11984
Sum	5565940
Variance	3.6509335 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3088	13.4%
49.99	1476	6.4%
39.99	1407	6.1%
44.99	967	4.2%
59.99	962	4.2%
29.99	955	4.1%
69.99	808	3.5%
19.99	720	3.1%
54.99	666	2.9%
9.9	635	2.8%
Other values (232)	11380	49.3%

Value	Count	Frequency (%)
0	3088	13.4%
0.01	151	0.7%
0.1	2	< 0.1%
0.15	1	< 0.1%
0.2	1	< 0.1%
0.25	1	< 0.1%
0.5	1	< 0.1%
0.6	1	< 0.1%
0.8	1	< 0.1%
1	624	2.7%

Value	Count	Frequency (%)
2000000	2	< 0.1%
649174.94	1	< 0.1%
350	1	< 0.1%
299.99	2	< 0.1%
280	1	< 0.1%
260	1	< 0.1%
249.99	3	< 0.1%
245	1	< 0.1%
239.99	1	< 0.1%
229	3	< 0.1%

PoidsBrut
Real number (ℝ)

Skewed Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0073339403

Minimum	0
Maximum	99
Zeros	22996
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	99
Range	99
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.65717127
Coefficient of variation (CV)	89.606847
Kurtosis	22329.656
Mean	0.0073339403
Median Absolute Deviation (MAD)	0
Skewness	148.37809
Sum	169.15
Variance	0.43187408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	22996	99.7%
1	56	0.2%
0.25	4	< 0.1%
0.3	3	< 0.1%
2	1	< 0.1%
0.15	1	< 0.1%
10	1	< 0.1%
99	1	< 0.1%
0.1	1	< 0.1%

Value	Count	Frequency (%)
0	22996	99.7%
0.1	1	< 0.1%
0.15	1	< 0.1%
0.25	4	< 0.1%
0.3	3	< 0.1%
1	56	0.2%
2	1	< 0.1%
10	1	< 0.1%
99	1	< 0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
10	1	< 0.1%
2	1	< 0.1%
1	56	0.2%
0.3	3	< 0.1%
0.25	4	< 0.1%
0.15	1	< 0.1%
0.1	1	< 0.1%
0	22996	99.7%

PoidsNet
Real number (ℝ)

High correlation Skewed Zeros

Distinct	299
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24314156

Minimum	0
Maximum	810
Zeros	8277
Zeros (%)	35.9%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.1
Q3	0.3
95-th percentile	0.6
Maximum	810
Range	810
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	6.3783769
Coefficient of variation (CV)	26.233182
Kurtosis	13326.922
Mean	0.24314156
Median Absolute Deviation (MAD)	0.1
Skewness	113.57317
Sum	5607.817
Variance	40.683692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8277	35.9%
0.2	1427	6.2%
0.1	1286	5.6%
0.15	1118	4.8%
0.35	732	3.2%
0.25	676	2.9%
0.3	623	2.7%
0.4	425	1.8%
0.45	296	1.3%
0.05	257	1.1%
Other values (289)	7947	34.5%

Value	Count	Frequency (%)
0	8277	35.9%
0.001	22	0.1%
0.002	20	0.1%
0.003	51	0.2%
0.004	100	0.4%
0.005	162	0.7%
0.006	121	0.5%
0.007	92	0.4%
0.008	112	0.5%
0.009	67	0.3%

Value	Count	Frequency (%)
810	1	< 0.1%
530	1	< 0.1%
24	1	< 0.1%
1.83	1	< 0.1%
1.81	1	< 0.1%
1.8	1	< 0.1%
1.75	1	< 0.1%
1.74	1	< 0.1%
1.73	2	< 0.1%
1.72	2	< 0.1%

IDArSousFamille
Real number (ℝ)

Zeros

Distinct	126
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	192.61867

Minimum	-1
Maximum	336
Zeros	463
Zeros (%)	2.0%
Negative	251
Negative (%)	1.1%
Memory size	360.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	4
Q1	195
median	211
Q3	221
95-th percentile	282
Maximum	336
Range	337
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	74.752959
Coefficient of variation (CV)	0.38808781
Kurtosis	2.3442742
Mean	192.61867
Median Absolute Deviation (MAD)	12
Skewness	-1.7931534
Sum	4442557
Variance	5588.0048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
211	2220	9.6%
4	1498	6.5%
216	1379	6.0%
201	1364	5.9%
191	1328	5.8%
221	1265	5.5%
212	857	3.7%
218	684	3.0%
208	607	2.6%
223	604	2.6%
Other values (116)	11258	48.8%

Value	Count	Frequency (%)
-1	251	1.1%
0	463	2.0%
1	377	1.6%
4	1498	6.5%
5	19	0.1%
6	1	< 0.1%
7	29	0.1%
8	178	0.8%
9	3	< 0.1%
190	483	2.1%

Value	Count	Frequency (%)
336	1	< 0.1%
335	1	< 0.1%
333	5	< 0.1%
332	1	< 0.1%
331	2	< 0.1%
329	14	0.1%
325	24	0.1%
323	4	< 0.1%
322	2	< 0.1%
321	14	0.1%

IDGrille
Real number (ℝ)

Zeros

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7289282

Minimum	0
Maximum	11
Zeros	429
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0203934
Coefficient of variation (CV)	0.59018844
Kurtosis	9.001478
Mean	1.7289282
Median Absolute Deviation (MAD)	1
Skewness	2.1281447
Sum	39876
Variance	1.0412028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	11291	49.0%
2	6981	30.3%
3	3727	16.2%
0	429	1.9%
4	320	1.4%
7	192	0.8%
6	100	0.4%
10	16	0.1%
5	4	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
0	429	1.9%
1	11291	49.0%
2	6981	30.3%
3	3727	16.2%
4	320	1.4%
5	4	< 0.1%
6	100	0.4%
7	192	0.8%
8	2	< 0.1%
10	16	0.1%

Value	Count	Frequency (%)
11	2	< 0.1%
10	16	0.1%
8	2	< 0.1%
7	192	0.8%
6	100	0.4%
5	4	< 0.1%
4	320	1.4%
3	3727	16.2%
2	6981	30.3%
1	11291	49.0%

Reference
Text

Missing

Distinct	4400
Distinct (%)	61.3%
Missing	15891
Missing (%)	68.9%
Memory size	1.0 MiB

Length

Max length	23
Median length	7
Mean length	7.6818625
Min length	3

Characters and Unicode

Total characters	55102
Distinct characters	53
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3073 ?
Unique (%)	42.8%

Sample

1st row	42624_24K
2nd row	LOUISON C1
3rd row	NATALIA
4th row	AENU102A
5th row	AENU102

Value	Count	Frequency (%)
c1	392	4.2%
r1	350	3.8%
p1	183	2.0%
t1	182	2.0%
j1	149	1.6%
ml	93	1.0%
v1	85	0.9%
sh1	78	0.8%
g1	56	0.6%
d1	51	0.5%
Other values (4071)	7694	82.6%

Most occurring characters

Value	Count	Frequency (%)
N	5814	10.6%
E	3933	7.1%
1	3805	6.9%
C	3189	5.8%
A	3108	5.6%
H	2988	5.4%
0	2623	4.8%
	2142	3.9%
R	2104	3.8%
2	1980	3.6%
Other values (43)	23416	42.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	35981	65.3%
Decimal Number	16630	30.2%
Space Separator	2142	3.9%
Dash Punctuation	239	0.4%
Lowercase Letter	68	0.1%
Connector Punctuation	41	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	5814	16.2%
E	3933	10.9%
C	3189	8.9%
A	3108	8.6%
H	2988	8.3%
R	2104	5.8%
B	1977	5.5%
D	1340	3.7%
T	1329	3.7%
L	1310	3.6%
Other values (16)	8889	24.7%

Lowercase Letter

Value	Count	Frequency (%)
e	16	23.5%
t	16	23.5%
s	13	19.1%
a	5	7.4%
n	4	5.9%
o	3	4.4%
h	2	2.9%
r	2	2.9%
l	2	2.9%
b	2	2.9%
Other values (3)	3	4.4%

Decimal Number

Value	Count	Frequency (%)
1	3805	22.9%
0	2623	15.8%
2	1980	11.9%
4	1672	10.1%
3	1295	7.8%
5	1250	7.5%
6	1162	7.0%
7	970	5.8%
9	937	5.6%
8	936	5.6%

Space Separator

Value	Count	Frequency (%)
	2142	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	239	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	41	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36049	65.4%
Common	19053	34.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	5814	16.1%
E	3933	10.9%
C	3189	8.8%
A	3108	8.6%
H	2988	8.3%
R	2104	5.8%
B	1977	5.5%
D	1340	3.7%
T	1329	3.7%
L	1310	3.6%
Other values (29)	8957	24.8%

Common

Value	Count	Frequency (%)
1	3805	20.0%
0	2623	13.8%
	2142	11.2%
2	1980	10.4%
4	1672	8.8%
3	1295	6.8%
5	1250	6.6%
6	1162	6.1%
7	970	5.1%
9	937	4.9%
Other values (4)	1217	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55102	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	5814	10.6%
E	3933	7.1%
1	3805	6.9%
C	3189	5.8%
A	3108	5.6%
H	2988	5.4%
0	2623	4.8%
	2142	3.9%
R	2104	3.8%
2	1980	3.6%
Other values (43)	23416	42.5%

NomenclatureValide
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0	23061
1	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	23064
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23064	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23064	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23061	> 99.9%
1	3	< 0.1%

IDSaison
Real number (ℝ)

High correlation Zeros

Distinct	32
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.689863

Minimum	0
Maximum	34
Zeros	766
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	17
Q3	21
95-th percentile	28
Maximum	34
Range	34
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	9.4880866
Coefficient of variation (CV)	0.69307389
Kurtosis	-1.527797
Mean	13.689863
Median Absolute Deviation (MAD)	10
Skewness	-0.021571643
Sum	315743
Variance	90.023787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
4	2780	12.1%
5	2032	8.8%
1	1714	7.4%
19	1599	6.9%
18	1561	6.8%
22	1534	6.7%
28	1504	6.5%
3	1477	6.4%
15	1419	6.2%
20	1410	6.1%
Other values (22)	6034	26.2%

Value	Count	Frequency (%)
0	766	3.3%
1	1714	7.4%
2	160	0.7%
3	1477	6.4%
4	2780	12.1%
5	2032	8.8%
6	887	3.8%
8	1	< 0.1%
11	14	0.1%
12	16	0.1%

Value	Count	Frequency (%)
34	62	0.3%
33	4	< 0.1%
32	4	< 0.1%
31	2	< 0.1%
30	2	< 0.1%
29	7	< 0.1%
28	1504	6.5%
27	1178	5.1%
26	2	< 0.1%
25	1	< 0.1%

NumInterne
Real number (ℝ)

High correlation Zeros

Distinct	283
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.823578

Minimum	0
Maximum	282
Zeros	15119
Zeros (%)	65.6%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	50
95-th percentile	145
Maximum	282
Range	282
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	63.123099
Coefficient of variation (CV)	1.7142033
Kurtosis	0.69660815
Mean	36.823578
Median Absolute Deviation (MAD)	0
Skewness	1.4463253
Sum	849299
Variance	3984.5257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15119	65.6%
145	3548	15.4%
1	135	0.6%
90	123	0.5%
2	99	0.4%
3	86	0.4%
4	82	0.4%
5	82	0.4%
6	79	0.3%
7	67	0.3%
Other values (273)	3644	15.8%

Value	Count	Frequency (%)
0	15119	65.6%
1	135	0.6%
2	99	0.4%
3	86	0.4%
4	82	0.4%
5	82	0.4%
6	79	0.3%
7	67	0.3%
8	58	0.3%
9	63	0.3%

Value	Count	Frequency (%)
282	1	< 0.1%
281	1	< 0.1%
280	1	< 0.1%
279	1	< 0.1%
278	1	< 0.1%
277	1	< 0.1%
276	2	< 0.1%
275	2	< 0.1%
274	4	< 0.1%
273	2	< 0.1%

IDPatronnage
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0	15515
-1	7549

Length

Max length	2
Median length	1
Mean length	1.3273066
Min length	1

Characters and Unicode

Total characters	30613
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Common Values

Value	Count	Frequency (%)
0	15515	67.3%
-1	7549	32.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15515	67.3%
1	7549	32.7%

Most occurring characters

Value	Count	Frequency (%)
0	15515	50.7%
-	7549	24.7%
1	7549	24.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23064	75.3%
Dash Punctuation	7549	24.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15515	67.3%
1	7549	32.7%

Dash Punctuation

Value	Count	Frequency (%)
-	7549	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30613	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15515	50.7%
-	7549	24.7%
1	7549	24.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30613	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15515	50.7%
-	7549	24.7%
1	7549	24.7%

IDFournisseur
Real number (ℝ)

High correlation Zeros

Distinct	29
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.952133

Minimum	-1
Maximum	709
Zeros	15825
Zeros (%)	68.6%
Negative	15
Negative (%)	0.1%
Memory size	360.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	213
95-th percentile	289
Maximum	709
Range	710
Interquartile range (IQR)	213

Descriptive statistics

Standard deviation	119.77408
Coefficient of variation (CV)	1.5564751
Kurtosis	0.37817513
Mean	76.952133
Median Absolute Deviation (MAD)	0
Skewness	1.203181
Sum	1774824
Variance	14345.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	15825	68.6%
213	4942	21.4%
289	1439	6.2%
440	434	1.9%
310	74	0.3%
283	62	0.3%
281	44	0.2%
48	35	0.2%
285	34	0.1%
328	20	0.1%
Other values (19)	155	0.7%

Value	Count	Frequency (%)
-1	15	0.1%
0	15825	68.6%
25	2	< 0.1%
32	8	< 0.1%
48	35	0.2%
64	3	< 0.1%
107	14	0.1%
213	4942	21.4%
278	3	< 0.1%
279	16	0.1%

Value	Count	Frequency (%)
709	8	< 0.1%
676	5	< 0.1%
588	1	< 0.1%
523	9	< 0.1%
522	5	< 0.1%
440	434	1.9%
384	2	< 0.1%
360	13	0.1%
328	20	0.1%
311	15	0.1%

AppliqueFodec
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0	15514
1	7550

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	23064
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

Most occurring characters

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23064	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	23064	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15514	67.3%
1	7550	32.7%

TypeArticleService
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0	21373
255	1642
1	49

Length

Max length	3
Median length	1
Mean length	1.1423864
Min length	1

Characters and Unicode

Total characters	26348
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	21373	92.7%
255	1642	7.1%
1	49	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	21373	92.7%
255	1642	7.1%
1	49	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	21373	81.1%
5	3284	12.5%
2	1642	6.2%
1	49	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26348	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21373	81.1%
5	3284	12.5%
2	1642	6.2%
1	49	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	26348	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21373	81.1%
5	3284	12.5%
2	1642	6.2%
1	49	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26348	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21373	81.1%
5	3284	12.5%
2	1642	6.2%
1	49	0.2%

DateValidationNomenclature
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

None	23061
2024-05-03	1
2024-07-20	1
2024-08-12	1

Length

Max length	10
Median length	4
Mean length	4.0007804
Min length	4

Characters and Unicode

Total characters	92274
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	23061	> 99.9%
2024-05-03	1	< 0.1%
2024-07-20	1	< 0.1%
2024-08-12	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	23061	> 99.9%
2024-05-03	1	< 0.1%
2024-07-20	1	< 0.1%
2024-08-12	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	23061	25.0%
o	23061	25.0%
n	23061	25.0%
e	23061	25.0%
2	8	< 0.1%
0	8	< 0.1%
-	6	< 0.1%
4	3	< 0.1%
5	1	< 0.1%
3	1	< 0.1%
Other values (3)	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	69183	75.0%
Uppercase Letter	23061	25.0%
Decimal Number	24	< 0.1%
Dash Punctuation	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	8	33.3%
0	8	33.3%
4	3	12.5%
5	1	4.2%
3	1	4.2%
7	1	4.2%
8	1	4.2%
1	1	4.2%

Lowercase Letter

Value	Count	Frequency (%)
o	23061	33.3%
n	23061	33.3%
e	23061	33.3%

Uppercase Letter

Value	Count	Frequency (%)
N	23061	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92244	> 99.9%
Common	30	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	8	26.7%
0	8	26.7%
-	6	20.0%
4	3	10.0%
5	1	3.3%
3	1	3.3%
7	1	3.3%
8	1	3.3%
1	1	3.3%

Latin

Value	Count	Frequency (%)
N	23061	25.0%
o	23061	25.0%
n	23061	25.0%
e	23061	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92274	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	23061	25.0%
o	23061	25.0%
n	23061	25.0%
e	23061	25.0%
2	8	< 0.1%
0	8	< 0.1%
-	6	< 0.1%
4	3	< 0.1%
5	1	< 0.1%
3	1	< 0.1%
Other values (3)	3	< 0.1%

ArticleLong
Text

Distinct	14059
Distinct (%)	61.2%
Missing	106
Missing (%)	0.5%
Memory size	1.4 MiB

Length

Max length	176
Median length	132
Mean length	8.3890147
Min length	2

Characters and Unicode

Total characters	192595
Distinct characters	80
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12409 ?
Unique (%)	54.1%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Value	Count	Frequency (%)
none	4755	12.0%
r1	2217	5.6%
c1	1359	3.4%
j1	940	2.4%
p1	922	2.3%
bo	894	2.3%
ml	809	2.0%
mc	802	2.0%
t1	571	1.4%
sm	456	1.1%
Other values (9440)	25976	65.4%

Most occurring characters

Value	Count	Frequency (%)
	16763	8.7%
A	15743	8.2%
E	14756	7.7%
N	12870	6.7%
R	10858	5.6%
L	10831	5.6%
I	10445	5.4%
O	10051	5.2%
1	7649	4.0%
M	7277	3.8%
Other values (70)	75352	39.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	148273	77.0%
Lowercase Letter	17979	9.3%
Space Separator	16763	8.7%
Decimal Number	8669	4.5%
Dash Punctuation	608	0.3%
Other Punctuation	295	0.2%
Control	6	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	15743	10.6%
E	14756	10.0%
N	12870	8.7%
R	10858	7.3%
L	10831	7.3%
I	10445	7.0%
O	10051	6.8%
M	7277	4.9%
C	7133	4.8%
S	6793	4.6%
Other values (20)	41516	28.0%

Lowercase Letter

Value	Count	Frequency (%)
e	5348	29.7%
n	5037	28.0%
o	5014	27.9%
a	353	2.0%
s	292	1.6%
l	249	1.4%
t	215	1.2%
r	201	1.1%
c	199	1.1%
u	187	1.0%
Other values (18)	884	4.9%

Decimal Number

Value	Count	Frequency (%)
1	7649	88.2%
2	754	8.7%
3	117	1.3%
8	29	0.3%
7	28	0.3%
4	27	0.3%
5	24	0.3%
0	24	0.3%
6	15	0.2%
9	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	153	51.9%
?	68	23.1%
.	31	10.5%
,	17	5.8%
&	16	5.4%
'	5	1.7%
%	5	1.7%

Control

Value	Count	Frequency (%)
	3	50.0%
	3	50.0%

Space Separator

Value	Count	Frequency (%)
	16763	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	608	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	166252	86.3%
Common	26343	13.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	15743	9.5%
E	14756	8.9%
N	12870	7.7%
R	10858	6.5%
L	10831	6.5%
I	10445	6.3%
O	10051	6.0%
M	7277	4.4%
C	7133	4.3%
S	6793	4.1%
Other values (48)	59495	35.8%

Common

Value	Count	Frequency (%)
	16763	63.6%
1	7649	29.0%
2	754	2.9%
-	608	2.3%
/	153	0.6%
3	117	0.4%
?	68	0.3%
.	31	0.1%
8	29	0.1%
7	28	0.1%
Other values (12)	143	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	192552	> 99.9%
None	43	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	16763	8.7%
A	15743	8.2%
E	14756	7.7%
N	12870	6.7%
R	10858	5.6%
L	10831	5.6%
I	10445	5.4%
O	10051	5.2%
1	7649	4.0%
M	7277	3.8%
Other values (64)	75309	39.1%

None

Value	Count	Frequency (%)
é	17	39.5%
É	8	18.6%
à	7	16.3%
Œ	5	11.6%
Ä	4	9.3%
À	2	4.7%

PrixAchat
Real number (ℝ)

High correlation Skewed Zeros

Distinct	1225
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.902622

Minimum	0
Maximum	571428.57
Zeros	2249
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.586
median	8.57
Q3	14
95-th percentile	24.57
Maximum	571428.57
Range	571428.57
Interquartile range (IQR)	9.414

Descriptive statistics

Standard deviation	5459.2719
Coefficient of variation (CV)	80.398542
Kurtosis	10461.801
Mean	67.902622
Median Absolute Deviation (MAD)	4.31
Skewness	101.11985
Sum	1566106.1
Variance	29803649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2249	9.8%
14.28	852	3.7%
11.43	809	3.5%
8.57	612	2.7%
2.83	607	2.6%
12.85	596	2.6%
17.14	518	2.2%
10	515	2.2%
5.71	474	2.1%
20	472	2.0%
Other values (1215)	15360	66.6%

Value	Count	Frequency (%)
0	2249	9.8%
0.01	105	0.5%
0.03	2	< 0.1%
0.1	5	< 0.1%
0.228	1	< 0.1%
0.29	350	1.5%
0.54	1	< 0.1%
0.57	1	< 0.1%
0.83	1	< 0.1%
0.836	1	< 0.1%

Value	Count	Frequency (%)
571428.57	2	< 0.1%
185478.55	1	< 0.1%
143.7	1	< 0.1%
133.95	1	< 0.1%
120.43	1	< 0.1%
115.55	3	< 0.1%
110.28	1	< 0.1%
110.1	1	< 0.1%
98.7	3	< 0.1%
93.4	3	< 0.1%

PieceCarton
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

0	15514
255	6851
1	589
2	110

Length

Max length	3
Median length	1
Mean length	1.594086
Min length	1

Characters and Unicode

Total characters	36766
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	255
2nd row	255
3rd row	255
4th row	255
5th row	255

Common Values

Value	Count	Frequency (%)
0	15514	67.3%
255	6851	29.7%
1	589	2.6%
2	110	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15514	67.3%
255	6851	29.7%
1	589	2.6%
2	110	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	15514	42.2%
5	13702	37.3%
2	6961	18.9%
1	589	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36766	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15514	42.2%
5	13702	37.3%
2	6961	18.9%
1	589	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	36766	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15514	42.2%
5	13702	37.3%
2	6961	18.9%
1	589	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15514	42.2%
5	13702	37.3%
2	6961	18.9%
1	589	1.6%

IDPays
Real number (ℝ)

High correlation Zeros

Distinct	26
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.417404

Minimum	-1
Maximum	207
Zeros	430
Zeros (%)	1.9%
Negative	721
Negative (%)	3.1%
Memory size	360.4 KiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	28
median	103
Q3	172
95-th percentile	176
Maximum	207
Range	208
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	71.443302
Coefficient of variation (CV)	0.71861967
Kurtosis	-1.5756919
Mean	99.417404
Median Absolute Deviation (MAD)	69
Skewness	-0.2848526
Sum	2292963
Variance	5104.1454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1	4343	18.8%
172	4340	18.8%
103	3498	15.2%
176	2398	10.4%
35	2074	9.0%
171	1524	6.6%
165	1254	5.4%
107	1005	4.4%
-1	721	3.1%
99	522	2.3%
Other values (16)	1385	6.0%

Value	Count	Frequency (%)
-1	721	3.1%
0	430	1.9%
1	4343	18.8%
2	1	< 0.1%
13	78	0.3%
18	166	0.7%
27	18	0.1%
28	418	1.8%
29	3	< 0.1%
35	2074	9.0%

Value	Count	Frequency (%)
207	9	< 0.1%
177	17	0.1%
176	2398	10.4%
174	29	0.1%
173	177	0.8%
172	4340	18.8%
171	1524	6.6%
165	1254	5.4%
152	8	< 0.1%
128	4	< 0.1%

DateMEP
Text

Distinct	109
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	10
Median length	4
Mean length	5.19641
Min length	4

Characters and Unicode

Total characters	119850
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	0.1%

Sample

1st row	2024-10-04
2nd row	None
3rd row	None
4th row	None
5th row	None

Value	Count	Frequency (%)
none	18465	80.1%
2024-10-25	425	1.8%
2025-04-01	222	1.0%
2024-10-11	162	0.7%
2025-02-21	156	0.7%
2024-10-18	153	0.7%
2024-10-04	150	0.7%
2025-02-15	146	0.6%
2025-05-01	144	0.6%
2025-04-15	134	0.6%
Other values (99)	2907	12.6%

Most occurring characters

Value	Count	Frequency (%)
N	18465	15.4%
o	18465	15.4%
n	18465	15.4%
e	18465	15.4%
2	11163	9.3%
0	10481	8.7%
-	9198	7.7%
1	5674	4.7%
5	3572	3.0%
4	3301	2.8%
Other values (5)	2601	2.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	55395	46.2%
Decimal Number	36792	30.7%
Uppercase Letter	18465	15.4%
Dash Punctuation	9198	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	11163	30.3%
0	10481	28.5%
1	5674	15.4%
5	3572	9.7%
4	3301	9.0%
9	706	1.9%
8	617	1.7%
7	568	1.5%
3	518	1.4%
6	192	0.5%

Lowercase Letter

Value	Count	Frequency (%)
o	18465	33.3%
n	18465	33.3%
e	18465	33.3%

Uppercase Letter

Value	Count	Frequency (%)
N	18465	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73860	61.6%
Common	45990	38.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	11163	24.3%
0	10481	22.8%
-	9198	20.0%
1	5674	12.3%
5	3572	7.8%
4	3301	7.2%
9	706	1.5%
8	617	1.3%
7	568	1.2%
3	518	1.1%

Latin

Value	Count	Frequency (%)
N	18465	25.0%
o	18465	25.0%
n	18465	25.0%
e	18465	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	119850	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	18465	15.4%
o	18465	15.4%
n	18465	15.4%
e	18465	15.4%
2	11163	9.3%
0	10481	8.7%
-	9198	7.7%
1	5674	4.7%
5	3572	3.0%
4	3301	2.8%
Other values (5)	2601	2.2%

IDUsine
Real number (ℝ)

High correlation Zeros

Distinct	67
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.583593

Minimum	0
Maximum	225
Zeros	16498
Zeros (%)	71.5%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	59
95-th percentile	172
Maximum	225
Range	225
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	54.936583
Coefficient of variation (CV)	1.8569949
Kurtosis	2.6405196
Mean	29.583593
Median Absolute Deviation (MAD)	0
Skewness	1.8951739
Sum	682316
Variance	3018.0281
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16498	71.5%
59	3063	13.3%
97	1106	4.8%
202	439	1.9%
172	313	1.4%
158	200	0.9%
136	184	0.8%
98	106	0.5%
212	100	0.4%
131	92	0.4%
Other values (57)	963	4.2%

Value	Count	Frequency (%)
0	16498	71.5%
2	3	< 0.1%
5	23	0.1%
11	4	< 0.1%
35	34	0.1%
41	2	< 0.1%
59	3063	13.3%
97	1106	4.8%
98	106	0.5%
122	15	0.1%

Value	Count	Frequency (%)
225	8	< 0.1%
224	4	< 0.1%
223	10	< 0.1%
222	6	< 0.1%
221	8	< 0.1%
220	17	0.1%
214	19	0.1%
213	6	< 0.1%
212	100	0.4%
211	8	< 0.1%

IDSupportArticle
Real number (ℝ)

High correlation Zeros

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.079301075

Minimum	0
Maximum	6
Zeros	22140
Zeros (%)	96.0%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.49539169
Coefficient of variation (CV)	6.2469732
Kurtosis	87.865769
Mean	0.079301075
Median Absolute Deviation (MAD)	0
Skewness	8.7389467
Sum	1829
Variance	0.24541293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	22140	96.0%
1	498	2.2%
2	286	1.2%
5	70	0.3%
6	65	0.3%
4	4	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	22140	96.0%
1	498	2.2%
2	286	1.2%
3	1	< 0.1%
4	4	< 0.1%
5	70	0.3%
6	65	0.3%

Value	Count	Frequency (%)
6	65	0.3%
5	70	0.3%
4	4	< 0.1%
3	1	< 0.1%
2	286	1.2%
1	498	2.2%
0	22140	96.0%

CompositionMatiere
Text

Distinct	360
Distinct (%)	1.6%
Missing	59
Missing (%)	0.3%
Memory size	1.4 MiB

Length

Max length	91
Median length	4
Mean length	5.6357314
Min length	4

Characters and Unicode

Total characters	129650
Distinct characters	60
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	203 ?
Unique (%)	0.9%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Value	Count	Frequency (%)
none	21507	76.8%
polyester	1057	3.8%
viscose	737	2.6%
elasthanne	502	1.8%
100	369	1.3%
0	338	1.2%
30	295	1.1%
coton	288	1.0%
polyamide	230	0.8%
70	221	0.8%
Other values (246)	2452	8.8%

Most occurring characters

Value	Count	Frequency (%)
e	25361	19.6%
o	24107	18.6%
n	22827	17.6%
N	21568	16.6%
	6695	5.2%
%	3202	2.5%
s	2998	2.3%
0	2072	1.6%
t	2069	1.6%
l	2015	1.6%
Other values (50)	16736	12.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	87070	67.2%
Uppercase Letter	25582	19.7%
Space Separator	6695	5.2%
Decimal Number	6457	5.0%
Other Punctuation	3787	2.9%
Dash Punctuation	59	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	21568	84.3%
P	1324	5.2%
V	737	2.9%
E	648	2.5%
C	325	1.3%
A	244	1.0%
L	139	0.5%
S	133	0.5%
O	85	0.3%
F	72	0.3%
Other values (13)	307	1.2%

Lowercase Letter

Value	Count	Frequency (%)
e	25361	29.1%
o	24107	27.7%
n	22827	26.2%
s	2998	3.4%
t	2069	2.4%
l	2015	2.3%
a	1445	1.7%
y	1351	1.6%
r	1228	1.4%
i	1210	1.4%
Other values (12)	2459	2.8%

Decimal Number

Value	Count	Frequency (%)
0	2072	32.1%
1	763	11.8%
5	669	10.4%
3	593	9.2%
7	515	8.0%
2	464	7.2%
8	380	5.9%
4	349	5.4%
6	337	5.2%
9	315	4.9%

Other Punctuation

Value	Count	Frequency (%)
%	3202	84.6%
.	584	15.4%
'	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	6695	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	59	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112652	86.9%
Common	16998	13.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	25361	22.5%
o	24107	21.4%
n	22827	20.3%
N	21568	19.1%
s	2998	2.7%
t	2069	1.8%
l	2015	1.8%
a	1445	1.3%
y	1351	1.2%
P	1324	1.2%
Other values (35)	7587	6.7%

Common

Value	Count	Frequency (%)
	6695	39.4%
%	3202	18.8%
0	2072	12.2%
1	763	4.5%
5	669	3.9%
3	593	3.5%
.	584	3.4%
7	515	3.0%
2	464	2.7%
8	380	2.2%
Other values (5)	1061	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129385	99.8%
None	265	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	25361	19.6%
o	24107	18.6%
n	22827	17.6%
N	21568	16.7%
	6695	5.2%
%	3202	2.5%
s	2998	2.3%
0	2072	1.6%
t	2069	1.6%
l	2015	1.6%
Other values (47)	16471	12.7%

None

Value	Count	Frequency (%)
é	255	96.2%
É	9	3.4%
è	1	0.4%

IDAr_Looks
Real number (ℝ)

High correlation Zeros

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.20287027

Minimum	0
Maximum	9
Zeros	22291
Zeros (%)	96.6%
Negative	0
Negative (%)	0.0%
Memory size	360.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1900047
Coefficient of variation (CV)	5.8658404
Kurtosis	36.409094
Mean	0.20287027
Median Absolute Deviation (MAD)	0
Skewness	6.1133215
Sum	4679
Variance	1.4161111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	22291	96.6%
8	479	2.1%
3	116	0.5%
2	106	0.5%
6	29	0.1%
1	22	0.1%
4	18	0.1%
5	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	22291	96.6%
1	22	0.1%
2	106	0.5%
3	116	0.5%
4	18	0.1%
5	2	< 0.1%
6	29	0.1%
8	479	2.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	479	2.1%
6	29	0.1%
5	2	< 0.1%
4	18	0.1%
3	116	0.5%
2	106	0.5%
1	22	0.1%
0	22291	96.6%

Matiere
Categorical

Imbalance

Distinct	17
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	1.3 MiB

None	22999
MAILLE	14
COTON	7
JERSEY	6
Crêpe Marocain	6
Other values (12)	31

Length

Max length	14
Median length	4
Mean length	4.0078047
Min length	2

Characters and Unicode

Total characters	92432
Distinct characters	33
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	22999	99.7%
MAILLE	14	0.1%
COTON	7	< 0.1%
JERSEY	6	< 0.1%
Crêpe Marocain	6	< 0.1%
Satin	4	< 0.1%
DEVEAUX	4	< 0.1%
PU	3	< 0.1%
Denim	3	< 0.1%
Jersey	3	< 0.1%
Other values (7)	14	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	22999	99.7%
maille	14	0.1%
coton	11	< 0.1%
jersey	9	< 0.1%
crêpe	8	< 0.1%
marocain	6	< 0.1%
satin	6	< 0.1%
deveaux	4	< 0.1%
denim	4	< 0.1%
pu	3	< 0.1%
Other values (4)	9	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	23016	24.9%
N	23015	24.9%
n	23012	24.9%
o	23005	24.9%
E	46	< 0.1%
L	32	< 0.1%
O	27	< 0.1%
C	24	< 0.1%
I	22	< 0.1%
M	21	< 0.1%
Other values (23)	212	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	69114	74.8%
Uppercase Letter	23308	25.2%
Space Separator	10	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	23015	98.7%
E	46	0.2%
L	32	0.1%
O	27	0.1%
C	24	0.1%
I	22	0.1%
M	21	0.1%
A	20	0.1%
S	20	0.1%
T	17	0.1%
Other values (9)	64	0.3%

Lowercase Letter

Value	Count	Frequency (%)
e	23016	33.3%
n	23012	33.3%
o	23005	33.3%
r	17	< 0.1%
a	16	< 0.1%
i	13	< 0.1%
ê	8	< 0.1%
p	8	< 0.1%
c	6	< 0.1%
t	4	< 0.1%
Other values (3)	9	< 0.1%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92422	> 99.9%
Common	10	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	23016	24.9%
N	23015	24.9%
n	23012	24.9%
o	23005	24.9%
E	46	< 0.1%
L	32	< 0.1%
O	27	< 0.1%
C	24	< 0.1%
I	22	< 0.1%
M	21	< 0.1%
Other values (22)	202	0.2%

Common

Value	Count	Frequency (%)
	10	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92424	> 99.9%
None	8	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	23016	24.9%
N	23015	24.9%
n	23012	24.9%
o	23005	24.9%
E	46	< 0.1%
L	32	< 0.1%
O	27	< 0.1%
C	24	< 0.1%
I	22	< 0.1%
M	21	< 0.1%
Other values (22)	204	0.2%

None

Value	Count	Frequency (%)
ê	8	100.0%

Interactions

Correlations

	AppliqueFodec	DateValidationNomenclature	Etat	IDArFamille	IDArSousFamille	IDAr_Collection	IDAr_Couleur	IDAr_Looks	IDArticle	IDFournisseur	IDGrille	IDPatronnage	IDPays	IDSaison	IDSupportArticle	IDUsine	Matiere	ModifiePar	NomenclatureValide	NumInterne	PieceCarton	PoidsBrut	PoidsNet	Prix	PrixAchat	PrixFac	SaisiPar	TauxTVA	TypeArticleService
AppliqueFodec	1.000	0.012	0.071	0.267	0.269	0.909	0.477	0.266	0.877	0.947	0.287	1.000	0.625	0.869	0.292	0.886	0.071	1.000	0.010	0.804	1.000	0.010	0.010	0.013	0.013	0.013	0.000	0.629	0.403
DateValidationNomenclature	0.012	1.000	0.000	0.000	0.000	0.018	0.000	0.000	0.008	0.000	0.000	0.012	0.000	0.000	0.000	0.017	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.000
Etat	0.071	0.000	1.000	0.019	0.039	0.124	0.032	0.085	0.090	0.101	0.020	0.071	0.042	0.060	0.093	0.131	0.000	0.770	0.000	0.036	0.077	0.000	0.000	0.000	0.000	0.000	0.818	0.074	0.006
IDArFamille	0.267	0.000	0.019	1.000	0.214	-0.135	0.074	-0.026	-0.049	-0.119	0.399	0.267	0.240	0.058	-0.021	-0.103	0.046	0.325	0.000	-0.148	0.165	-0.006	-0.017	-0.104	-0.162	-0.184	0.364	0.132	0.095
IDArSousFamille	0.269	0.000	0.039	0.214	1.000	0.067	-0.015	0.046	0.061	0.080	0.291	0.269	-0.135	0.047	0.046	0.058	0.058	0.354	0.000	-0.012	0.175	0.016	0.103	0.048	0.040	0.026	0.388	0.110	0.133
IDAr_Collection	0.909	0.018	0.124	-0.135	0.067	1.000	-0.700	0.310	0.724	0.930	-0.206	0.909	0.323	-0.471	0.344	0.836	0.113	0.464	0.016	0.861	0.566	0.076	-0.585	-0.480	-0.208	-0.220	0.582	0.498	0.527
IDAr_Couleur	0.477	0.000	0.032	0.074	-0.015	-0.700	1.000	-0.224	-0.522	-0.693	0.195	0.477	-0.285	0.490	-0.238	-0.625	0.000	0.087	0.000	-0.698	0.276	-0.066	0.472	0.412	0.200	0.249	0.079	0.173	0.144
IDAr_Looks	0.266	0.000	0.085	-0.026	0.046	0.310	-0.224	1.000	0.255	0.313	-0.025	0.266	0.035	-0.113	0.563	0.279	0.045	0.240	0.000	0.231	0.279	-0.006	-0.209	-0.231	-0.057	-0.113	0.345	0.497	0.256
IDArticle	0.877	0.008	0.090	-0.049	0.061	0.724	-0.522	0.255	1.000	0.709	-0.152	0.876	0.147	-0.364	0.264	0.632	0.047	0.365	0.031	0.668	0.511	0.047	-0.549	-0.530	-0.271	-0.236	0.593	0.437	0.519
IDFournisseur	0.947	0.000	0.101	-0.119	0.080	0.930	-0.693	0.313	0.709	1.000	-0.168	0.947	0.335	-0.505	0.321	0.907	0.057	0.456	0.000	0.885	0.708	0.089	-0.583	-0.450	-0.188	-0.214	0.454	0.403	0.399
IDGrille	0.287	0.000	0.020	0.399	0.291	-0.206	0.195	-0.025	-0.152	-0.168	1.000	0.287	0.205	0.194	-0.042	-0.163	0.000	0.236	0.000	-0.229	0.187	-0.003	-0.029	-0.139	-0.363	-0.375	0.257	0.117	0.066
IDPatronnage	1.000	0.012	0.071	0.267	0.269	0.909	0.477	0.266	0.876	0.947	0.287	1.000	0.625	0.869	0.292	0.886	0.071	0.000	0.010	0.805	1.000	0.010	0.010	0.013	0.013	0.013	0.000	0.628	0.403
IDPays	0.625	0.000	0.042	0.240	-0.135	0.323	-0.285	0.035	0.147	0.335	0.205	0.625	1.000	-0.154	0.002	0.441	0.000	0.265	0.000	0.297	0.363	-0.063	-0.305	-0.237	-0.164	-0.194	0.350	0.231	0.141
IDSaison	0.869	0.000	0.060	0.058	0.047	-0.471	0.490	-0.113	-0.364	-0.505	0.194	0.869	-0.154	1.000	-0.119	-0.493	0.016	0.419	0.002	-0.599	0.506	0.061	0.458	0.261	0.156	0.154	0.511	0.323	0.347
IDSupportArticle	0.292	0.000	0.093	-0.021	0.046	0.344	-0.238	0.563	0.264	0.321	-0.042	0.292	0.002	-0.119	1.000	0.250	0.243	0.250	0.000	0.237	0.254	0.013	-0.225	-0.216	-0.098	-0.140	0.475	0.448	0.157
IDUsine	0.886	0.017	0.131	-0.103	0.058	0.836	-0.625	0.279	0.632	0.907	-0.163	0.886	0.441	-0.493	0.250	1.000	0.086	0.485	0.020	0.839	0.657	0.097	-0.523	-0.380	-0.118	-0.144	0.564	0.460	0.418
Matiere	0.071	0.000	0.000	0.046	0.058	0.113	0.000	0.045	0.047	0.057	0.000	0.071	0.000	0.016	0.243	0.086	1.000	0.133	0.000	0.051	0.195	0.000	0.000	0.000	0.000	0.000	0.177	0.126	0.000
ModifiePar	1.000	0.000	0.770	0.325	0.354	0.464	0.087	0.240	0.365	0.456	0.236	0.000	0.265	0.419	0.250	0.485	0.133	1.000	0.000	0.259	0.487	0.081	0.000	0.000	0.000	0.000	0.527	0.621	0.583
NomenclatureValide	0.010	1.000	0.000	0.000	0.000	0.016	0.000	0.000	0.031	0.000	0.000	0.010	0.000	0.002	0.000	0.020	0.000	0.000	1.000	0.016	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.000
NumInterne	0.804	0.000	0.036	-0.148	-0.012	0.861	-0.698	0.231	0.668	0.885	-0.229	0.805	0.297	-0.599	0.237	0.839	0.051	0.259	0.016	1.000	0.473	0.046	-0.607	-0.464	-0.213	-0.203	0.299	0.321	0.346
PieceCarton	1.000	0.000	0.077	0.165	0.175	0.566	0.276	0.279	0.511	0.708	0.187	1.000	0.363	0.506	0.254	0.657	0.195	0.487	0.013	0.473	1.000	0.067	0.000	0.005	0.005	0.005	0.483	0.370	0.347
PoidsBrut	0.010	0.000	0.000	-0.006	0.016	0.076	-0.066	-0.006	0.047	0.089	-0.003	0.010	-0.063	0.061	0.013	0.097	0.000	0.081	0.000	0.046	0.067	1.000	0.061	-0.044	-0.060	-0.052	0.084	0.014	0.000
PoidsNet	0.010	0.000	0.000	-0.017	0.103	-0.585	0.472	-0.209	-0.549	-0.583	-0.029	0.010	-0.305	0.458	-0.225	-0.523	0.000	0.000	0.000	-0.607	0.000	0.061	1.000	0.550	0.460	0.501	0.000	0.014	0.000
Prix	0.013	0.000	0.000	-0.104	0.048	-0.480	0.412	-0.231	-0.530	-0.450	-0.139	0.013	-0.237	0.261	-0.216	-0.380	0.000	0.000	0.000	-0.464	0.005	-0.044	0.550	1.000	0.657	0.594	0.000	0.036	0.000
PrixAchat	0.013	0.000	0.000	-0.162	0.040	-0.208	0.200	-0.057	-0.271	-0.188	-0.363	0.013	-0.164	0.156	-0.098	-0.118	0.000	0.000	0.000	-0.213	0.005	-0.060	0.460	0.657	1.000	0.812	0.000	0.036	0.000
PrixFac	0.013	0.000	0.000	-0.184	0.026	-0.220	0.249	-0.113	-0.236	-0.214	-0.375	0.013	-0.194	0.154	-0.140	-0.144	0.000	0.000	0.000	-0.203	0.005	-0.052	0.501	0.594	0.812	1.000	0.000	0.036	0.000
SaisiPar	0.000	0.000	0.818	0.364	0.388	0.582	0.079	0.345	0.593	0.454	0.257	0.000	0.350	0.511	0.475	0.564	0.177	0.527	0.000	0.299	0.483	0.084	0.000	0.000	0.000	0.000	1.000	0.656	0.604
TauxTVA	0.629	0.020	0.074	0.132	0.110	0.498	0.173	0.497	0.437	0.403	0.117	0.628	0.231	0.323	0.448	0.460	0.126	0.621	0.024	0.321	0.370	0.014	0.014	0.036	0.036	0.036	0.656	1.000	0.105
TypeArticleService	0.403	0.000	0.006	0.095	0.133	0.527	0.144	0.256	0.519	0.399	0.066	0.403	0.141	0.347	0.157	0.418	0.000	0.583	0.000	0.346	0.347	0.000	0.000	0.000	0.000	0.000	0.604	0.105	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	IDAr_Collection	IDArticle	Code	Article	IDAr_Couleur	IDArFamille	SaisiPar	SaisiLe	ModifiePar	ModifieLe	Etat	Prix	TauxTVA	Image	Composition	PrixFac	IDArSousFamille	IDGrille	Reference	IDSaison	NumInterne	IDPatronnage	IDFournisseur	AppliqueFodec	DateValidationNomenclature	ArticleLong	PrixAchat	PieceCarton	IDPays	DateMEP	IDUsine	CompositionMatiere	Matiere
0	0	2	BHNP282	CITY P1 BLACK	0	35	superviseur	2023-11-02	superviseur	2024-09-18	1	18.500	0.0	None	96% POLYESTER 4% ELASTANE WOVEN	0.00	311	1	42624_24K	4	145	-1	289	1	None	None	18.500	255	171	2024-10-04	180	None	None
2	2	6	AENC88	LOUISON C1 LOUISON NOIR	119	2	superviseur	2023-11-02	superviseur	2023-11-20	1	7.182	-1.0	None	TP:100% PES	49.99	191	1	LOUISON C1	1	145	-1	213	1	None	None	7.182	255	172	None	97	None	None
3	0	7	AENU104A	NATALIA ECRU LUREX LIGHT GOLD	120	4	superviseur	2023-11-02	superviseur	2023-10-31	1	13.500	0.0	None	66%Acrylique 18%Polyamide 8%Laine	49.99	-1	2	NATALIA	0	145	-1	0	1	None	None	13.500	255	18	None	0	None	None
4	0	8	AENU102AA	NANNI GRIS CHAINE SILVER LUREX-2002	129	4	superviseur	2023-11-02	superviseur	2023-11-06	1	13.700	0.0	None	40% ACR 30% PA 30% MOHAIR	54.99	-1	2	AENU102A	0	145	-1	0	1	None	None	13.700	255	-1	None	0	None	None
5	0	9	AENU102	NANNI ROUGE POMPIER LUREX-2045	125	4	superviseur	2023-11-02	superviseur	2023-11-06	1	13.700	0.0	None	40% ACR 30% PA 30% MOHAIR	54.99	-1	2	AENU102	0	145	-1	0	1	None	None	13.700	255	-1	None	0	None	None
6	0	10	AENU105A	NICOLO CREME-7191	131	4	superviseur	2023-11-02	superviseur	2023-11-02	1	15.710	0.0	None	50%NY 30%ACR 20%BABY ALPAGA	54.99	-1	2	AENU105	0	145	-1	0	1	None	None	15.710	255	18	None	0	None	None
7	0	11	AENU105	NICOLO VERT SAPIN	130	4	superviseur	2023-11-02	superviseur	2023-11-02	1	15.710	0.0	None	50%NY 30%ACR 20%BABY ALPAGA	54.99	-1	2	AENU105A	0	145	-1	0	1	None	None	15.710	255	18	None	0	None	None
8	0	12	AENU119A	NORMA BLEU LUCCIO-2188	144	4	superviseur	2023-11-02	s.hayriye	2024-12-17	1	15.710	0.0	None	50%NY 30%ACR 20%BABY ALPAGA	54.99	-1	2	AENU119A	0	145	-1	0	1	None	None	12.900	255	18	None	0	None	None
9	0	13	AENU119	NORMA NOIR-2059	122	4	superviseur	2023-11-02	superviseur	2023-11-02	1	12.800	0.0	None	50%NY 30%ACR 20%BABY ALPAGA	54.99	-1	2	AENU119	0	145	-1	0	1	None	None	12.800	255	18	None	0	None	None
10	2	14	YHNC196A	DILA C1 GERANIUM	121	-1	superviseur	2023-11-02	superviseur	2023-12-01	1	8.550	-1.0	None	NaN	59.99	191	1	DILA C1	3	145	-1	213	1	None	None	8.550	255	172	None	59	None	None

	IDAr_Collection	IDArticle	Code	Article	IDArFamille	SaisiPar	SaisiLe	ModifiePar	ModifieLe	Etat	TauxTVA	Image	Composition	PrixFac	IDArSousFamille	IDGrille	Reference	IDSaison	NumInterne	IDPatronnage	IDFournisseur	AppliqueFodec	TypeArticleService	DateValidationNomenclature	ArticleLong	PrixAchat	PieceCarton	IDPays	DateMEP	IDUsine	IDSupportArticle	CompositionMatiere	Matiere
23300	13	23874	DHNXA023SS	BEVERLY GANT	25	UP.Ceren	2025-02-26	UP.Ceren	2025-02-27	1	0.2	None	42%Acrylic,27%Nylon,31%Poly	0.0	270	3	DHNXA023	6	25	-1	289	1	255	None	BEVERLY GANT CORAIL	1.87	255	173	2025-03-05	206	5	None	None
23301	13	23875	DHNXA023SS	BEVERLY GANT	25	UP.Ceren	2025-02-26	UP.Ceren	2025-02-27	1	0.2	None	42%Acrylic,27%Nylon,31%Poly	0.0	270	3	DHNXA023	6	25	-1	289	1	255	None	BEVERLY GANT KAKI	1.87	255	173	2025-03-05	206	5	None	None
23302	13	23876	DHNXA023SS	BEVERLY GANT	25	UP.Ceren	2025-02-26	UP.Ceren	2025-02-27	1	0.2	None	42%Acrylic,27%Nylon,31%Poly	0.0	270	3	DHNXA023	6	25	-1	289	1	255	None	BEVERLY GANT BLUE DENIM	1.87	255	173	2025-03-05	206	5	None	None
23303	11	23877	CENXA018	KIT DELOVA MULTICOLORE	25	UP.Ceren	2025-02-27	UP.Ceren	2025-02-27	1	0.0	None	100%PES	10.0	309	3	CENXA018	5	18	-1	213	1	0	None	KIT DELOVA MULTICOLORE	2.25	255	172	2025-03-28	97	0	None	None
23304	11	23878	CENXA019	KIT JORDAN MULTICOLORE	25	UP.Ceren	2025-02-27	UP.Ceren	2025-02-27	1	0.0	None	100%CV	10.0	309	3	CENXA019	5	19	-1	213	1	0	None	KIT JORDAN MULTICOLORE	2.25	255	172	2025-03-14	97	0	None	None
23305	11	23879	CENXA020	KIT KYOTO MULTICOLORE	25	UP.Ceren	2025-02-27	UP.Ceren	2025-02-27	1	0.0	None	100%CV	10.0	309	3	CENXA020	5	20	-1	213	1	0	None	KIT KYOTO MULTICOLORE	2.25	255	172	2025-03-14	97	0	None	None
23306	11	23880	CENXA021	CHOUCHOU TOLOSANE NOIR/BLANC	25	UP.Ceren	2025-02-27	NaN	2025-02-27	1	0.0	None	100%PES	5.0	309	3	CENXA021	5	21	-1	213	1	0	None	CHOUCHOU TOLOSANE NOIR/BLANC	1.25	255	172	2025-03-14	97	0	None	None
23307	11	23881	CENB148	FLORIAN SH1	1	UP.Ceren	2025-02-27	NaN	NaT	1	0.0	None	NaN	0.0	190	1	CENB148	5	148	-1	213	1	0	None	FLORIAN SH1 LIN RAYÉ LUREX	0.00	255	172	None	97	0	None	None
23308	11	23882	CENT227	PENELOPE T1 MIDNIGHT BLUE	6	b.zuhal	2025-02-28	b.zuhal	2025-02-28	1	0.0	None	100% COTON	29.0	216	2	CENT227	5	227	-1	289	1	0	None	PENELOPE T1 MIDNIGHT BLUE	6.00	255	171	2025-03-15	172	0	None	None
23309	11	23883	CENT227	PENELOPE T1 BLANC	6	b.zuhal	2025-02-28	b.zuhal	2025-02-28	1	0.0	None	100% COTON	29.0	216	2	CENT227	5	228	-1	289	1	0	None	PENELOPE T1 BLANC	6.00	255	171	2025-03-15	172	0	None	None

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Space Separator

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category